augment.orbital_class {orbital} | R Documentation |
Augment using orbital objects
Description
augment()
will add column(s) for predictions to the given data.
Usage
## S3 method for class 'orbital_class'
augment(x, new_data, ...)
Arguments
x |
An orbital object. |
new_data |
A data frame or remote database table. |
... |
Not currently used. |
Details
This function is a shorthand for the following code
dplyr::bind_cols( predict(orbital_obj, new_data), new_data )
Note that augment()
works better and safer than above as it also works on
data set in data bases.
This function is confirmed to not work work in spark data bases or arrow tables.
Value
A modified data frame or remote database table.
Examples
library(workflows)
library(recipes)
library(parsnip)
rec_spec <- recipe(mpg ~ ., data = mtcars) %>%
step_normalize(all_numeric_predictors())
lm_spec <- linear_reg()
wf_spec <- workflow(rec_spec, lm_spec)
wf_fit <- fit(wf_spec, mtcars)
orbital_obj <- orbital(wf_fit)
augment(orbital_obj, mtcars)
[Package orbital version 0.3.0 Index]